Efficient Pareto Manifold Learning with Low-Rank Structure

Weiyu Chen, James T. Kwok

Multi-task learning, which optimizes performance across multiple tasks, is inherently a multi-objective optimization problem. Various algorithms are developed to provide discrete t…